| # Sinhala Dyslexia Binary Essay Classifier | |
| This repository contains a binary dyslexia detection model for Sinhala essays. | |
| ## Model Overview | |
| - **Task**: Binary dyslexia classification (Dyslexic vs Non-Dyslexic) | |
| - **Level**: Essay-level (sentence aggregation) | |
| - **Feature Extraction**: Character-level TF-IDF (2–4 grams) | |
| - **Classifier**: Logistic Regression | |
| ## Files | |
| - `dyslexia_binary_model.pkl` – Trained binary classifier | |
| - `tfidf_vectorizer.pkl` – TF-IDF vectorizer used during training | |
| ## Usage | |
| ```python | |
| import joblib | |
| model = joblib.load("dyslexia_binary_model.pkl") | |
| vectorizer = joblib.load("tfidf_vectorizer.pkl") | |